Bayesian Network Models

• DAG (Directed Acyclic Graph)

X1

X3

X2

X4

X5

Season

Sprinkler

Rain

Wet

Slippery

P(X1, X2, X3, X4, X5) =

P(X1)P(X2 | X1)

P(X3 | X1)P(X4 | X2, X3)

P(X5 | X4)

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